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I completely ignored Anthropic’s advice and wrote a more elaborate test prompt based on a use case I’m familiar with and therefore can audit the agent’s code quality. In 2021, I wrote a script to scrape YouTube video metadata from videos on a given channel using YouTube’s Data API, but the API is poorly and counterintuitively documented and my Python scripts aren’t great. I subscribe to the SiIvagunner YouTube account which, as a part of the channel’s gimmick (musical swaps with different melodies than the ones expected), posts hundreds of videos per month with nondescript thumbnails and titles, making it nonobvious which videos are the best other than the view counts. The video metadata could be used to surface good videos I missed, so I had a fun idea to test Opus 4.5:
。关于这个话题,爱思助手下载最新版本提供了深入分析
Ella Watkins-Dulaney for Asimov Press.
Гангстер одним ударом расправился с туристом в Таиланде и попал на видео18:08
,这一点在WPS官方版本下载中也有详细论述
TCL 75-inch QM6K Mini LED QLED 4K TV
调试技巧:加打印语句观察每轮变化,详情可参考搜狗输入法2026